Long - Term industrial load forecasting and planning using neural networks technique and fuzzy inference method

39th International Universities Power Engineering Conference, UPEC 2004 - Conference Proceedings

Volumn 1, Issue , 2004, Pages 368-372

  Farahat, M A ^a,b,c  

^a ZAGAZIG UNIVERSITY   (Egypt)

^b Zagazig University ^*  (Egypt)

^c Department of Computer Technology   (Saudi Arabia)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC POWER SYSTEMS; NEURAL NETWORKS; OPTIMIZATION; STATISTICAL METHODS;

ELECTRIC POWER SECTOR; ELECTRIC UTILILITY; MONTHLY PEAK;

ELECTRIC LOAD FORECASTING;

EID: 32144464932     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. I. K. Yu, C. I. Kin and Y. H. Song, "Industrial Load Forecasting Using Kohonen Neural Network and The Wavelet Transform", 35 th Universities Power Engineering Conference UPEC 2000, Queen's University, Belfast, U.K., 6-8 September 2000.
2. Load Forecasting Bibliography: Part 1, IEEE Transactions on Power App. Vol. PAS-99, No. 1, Jan. 1980.
3. H. Wills and J. E. D. Northote, "Comparison Test of 14 Distribution Load Forecasting Methods", IEEE Transactions On PAS, Vol.-PAS 103, June 1994. pp. 1190-1197.
4. K. M. El-Naggar, "Long - Term Load Forecasting Using Recursive Algorithm", Fifth International Middle East Power Conference (MEPCON 97). Alexandria University. Alexandria, Egypt, 4-6 Jan. 1997, pp. 320-324.
5. K. M. El-Naggar and K. A. Al-Rumaih, " A Genetic Algorithm Based Approach for Long Term Load Forecasting", Sixth Middle East Power System Conference (MEPCON'98), Mansoura University, Mansoura, Egypt. Dec. 15-17, 1998, pp. 237-241.
6. M. T. Yousef and A. A. El-Alaily, "Long Term Planning Using Artificial Neural Networks Technique", 35th Universities Power Engineering Conference (UPEEC'2000), Queen's University, Belfast. U.K., September 6-8 2000.
7. T.S. Dillon, D. Niebur, editors. "Neural Networks Applications in Power System". U.K.: CRL Publishing Ltd. 1996.
8. K. Padmakumari, K. P. Mohandas, S. Thiruvengadam, "Long Term Distribution Demand Forecasting Using Neuro Fuzzy Computations", K. Padmkumarietal./ Electrical Power & Energy System 21, 1999, pp. 315-322.
9. K. Kim, H. Youn and Y. Kang, "Short - Term Load Forecasting for Special Days in Anomalous Load Conditions Using Neural Networks and Fuzzy Inference Method", IEEE Transactions On Power Systems. Vol. 15, No. 2, May 2000, pp. 559-565.
10. Pedrycz W., "Fuzzy Sets Engineering", CRC press. Boca Raton Ann Arbor London Tokyo. 1995.
11. MATLAB: high - Performance Numeric Computation and Visualization Software- Reference Guide. The Math Works Inc., April 1993.
12. H. Iwamiya and B. Kermanshahi, "Long-Term Load Forecasting Using Nuirai Nets", htt://www.tuat.ac.jp/~bahman/achivment.hiroshi_ICEE.PDF